A year after open-sourcing Unity Catalog, open governance is proving its value. Hundreds of organizations now use UC Open APIs to connect any engine, govern Delta and Iceberg tables, and rely on credential vending for secure, temporary access. With upcoming external writes,
SOFTWARE
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ElevenLabs Launches Scribe V2 Realtime: The Best Speech-to-Text Model Yet
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The champion has returned:
— AI Breakfast (@AiBreakfast) 9 janvier 2026
@elevenlabsio just released Scribe V2 Realtime, an ultra-accurate speech to text model with precision timestamps and entity detection, optimized for low-latency and voice agents.
Best transcription model we’ve seen yet. https://t.co/JgM7LEImmEThe champion has returned: @elevenlabs just released Scribe V2 Realtime, an ultra-accurate speech to text model with precision timestamps and entity detection, optimized for low-latency and voice agents. Best transcription model we’ve seen yet.
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Ambient Conversation AI Scribes Boost Productivity with Trade-offs
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4 papers today on ambient conversation AI scribes.
They increase productivity, but……. -
Vibe Coding Eases Attention Demands of Manual Programming
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This is so true. Programming "by hand" is a *VERY* attention demanding and attention-to-the-details kind of endeavor. It is almost impossible to do right if you are stretched with other obligations in life. Vibe coding changes that.
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Building AI Agents Requires Complete Infrastructure Beyond Core Development
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Absolutely! Beyond just building the agent, you also need to manage memory, state, observability, tracing, logging, streaming, and more. It’s essentially a full infrastructure you have to design and maintain to ensure the agent actually does something useful.
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Agent Builders: From Building to Deployment Challenge
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Big moment for Agent builders!
— Akshay 🚀 (@akshay_pachaar) 9 janvier 2026
There's a pattern that keeps repeating in software.
First, everyone focuses on the "building" problem.
Frameworks emerge, mature, and become genuinely good. Then suddenly, the constraint flips to deployment.
We saw this with neural networks.… pic.twitter.com/9rLymQIJv0Big moment for Agent builders! There's a pattern that keeps repeating in software. First, everyone focuses on the "building" problem. Frameworks emerge, mature, and become genuinely good. Then suddenly, the constraint flips to deployment. We saw this with neural networks.
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Scaling Real-Time Voice Agents with Cache-Aware Streaming ASR
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Scaling Real-Time Voice Agents with Cache-Aware Streaming ASR https://
buff.ly/4tI6ozr #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Grok Code: xAI’s new coding assistant
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BREAKING 🚨: Early look at the upcoming Grok Build, a vibe coding solution from xAI.
— 🚨 AI News | TestingCatalog (@testingcatalog) 8 janvier 2026
Grok Code will initially arrive in the form of a local agent with a CLI interface.
"Ask Grok to plan, search and build"
More details below 👀 pic.twitter.com/s41PrD32mfBREAKING : Early look at the upcoming Grok Build, a vibe coding solution from xAI. Grok Code will initially arrive in the form of a local agent with a CLI interface. "Ask Grok to plan, search and build" More details below
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Adopting LLMs in Workflows: Practical Integration Beyond Theory
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In the current LLM era, there isn't much new to learn about AI. We need to understand how to adopt it in our workflows.